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  Network analysis for a network disorder: The emerging role of graph theory in the study of epilepsy

Bernhardt, B. C., Bonilha, L., & Gross, D. W. (2015). Network analysis for a network disorder: The emerging role of graph theory in the study of epilepsy. Epilepsy and Behavior, 50, 162-170. doi:10.1016/j.yebeh.2015.06.005.

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資料種別: 学術論文

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 作成者:
Bernhardt, Boris C.1, 2, 著者           
Bonilha, Leonardo3, 著者
Gross, Donald W.4, 著者
所属:
1Neuroimaging of Epilepsy Laboratory, Montreal Neurological Institute and Hospital, McGill University, QC, Canada, ou_persistent22              
2Department Social Neuroscience, MPI for Human Cognitive and Brain Sciences, Max Planck Society, Leipzig, DE, ou_634552              
3Division of Neurology, Medical University of South Carolina, Charleston, SC, USA, ou_persistent22              
4Division of Neurology, Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada, ou_persistent22              

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キーワード: TLE; Connectivity; MRI; Graph theory; Connectome; Networks; Connectomics
 要旨: Recent years have witnessed a paradigm shift in the study and conceptualization of epilepsy, which is increasingly understood as a network-level disorder. An emblematic case is temporal lobe epilepsy (TLE), the most common drug-resistant epilepsy that is electroclinically defined as a focal epilepsy and pathologically associated with hippocampal sclerosis. In this review, we will summarize histopathological, electrophysiological, and neuroimaging evidence supporting the concept that the substrate of TLE is not limited to the hippocampus alone, but rather is broadly distributed across multiple brain regions and interconnecting white matter pathways. We will introduce basic concepts of graph theory, a formalism to quantify topological properties of complex systems that has recently been widely applied to study networks derived from brain imaging and electrophysiology. We will discuss converging graph theoretical evidence indicating that networks in TLE show marked shifts in their overall topology, providing insight into the neurobiology of TLE as a network-level disorder. Our review will conclude by discussing methodological challenges and future clinical applications of this powerful analytical approach.

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言語: eng - English
 日付: 2015-04-092015-06-042015-07-062015-09
 出版の状態: 出版
 ページ: -
 出版情報: -
 目次: -
 査読: 査読あり
 識別子(DOI, ISBNなど): DOI: 10.1016/j.yebeh.2015.06.005
PMID: 26159729
その他: Epub 2015
 学位: -

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出版物 1

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出版物名: Epilepsy and Behavior
種別: 学術雑誌
 著者・編者:
所属:
出版社, 出版地: San Diego, CA, USA : Elsevier
ページ: - 巻号: 50 通巻号: - 開始・終了ページ: 162 - 170 識別子(ISBN, ISSN, DOIなど): ISSN: 1525-5050
CoNE: https://pure.mpg.de/cone/journals/resource/1525-5050